Material dynamics analysis with deep generative model
Duc-Anh Dao, Minh-Quyet Ha, Tien-Sinh Vu, Shuntaro Takazawa, Nozomu Ishiguro, Yukio Takahashi, Masato Suzuki, Takashi Kakubo, Naoya Amino, H. Matsui, Mizuki Tada, Hieu‐Chi Dam · Digital Discovery · 2025
A deep-generative framework reconstructs intermediate states from sparse experimental images, revealing plausible transformation pathways and advancing understanding of nanoscale material evolution under dynamic conditions.